.ipynb .pdf

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Simple ellipsoid

import dolfin
from fenics_plotly import plot

import pulse

try:
    from dolfin_adjoint import Constant, DirichletBC, Function, Mesh, interpolate
except ImportError:
    from dolfin import Function, Constant, DirichletBC, Mesh, interpolate

gamma_space = "R_0"

geometry = pulse.HeartGeometry.from_file(pulse.mesh_paths["simple_ellipsoid"])
# geometry = pulse.geometries.prolate_ellipsoid_geometry(mesh_size_factor=3.0)

2022-01-21 11:29:21,605 [940] INFO     pulse.geometry_utils: 
Load mesh from h5

if gamma_space == "regional":
    activation = pulse.RegionalParameter(geometry.cfun)
    target_activation = pulse.dolfin_utils.get_constant(0.2, len(activation))
else:
    activation = Function(dolfin.FunctionSpace(geometry.mesh, "R", 0))
    target_activation = Constant(0.2)

matparams = pulse.HolzapfelOgden.default_parameters()
material = pulse.HolzapfelOgden(
    activation=activation,
    parameters=matparams,
    f0=geometry.f0,
    s0=geometry.s0,
    n0=geometry.n0,
)

# LV Pressure
lvp = Constant(0.0)
lv_marker = geometry.markers["ENDO"][0]
lv_pressure = pulse.NeumannBC(traction=lvp, marker=lv_marker, name="lv")
neumann_bc = [lv_pressure]

# Add spring term at the epicardium of stiffness 1.0 kPa/cm^2 to represent pericardium
base_spring = 1.0
robin_bc = [
    pulse.RobinBC(value=Constant(base_spring), marker=geometry.markers["EPI"][0]),
]

# Fix the basal plane in the longitudinal direction
# 0 in V.sub(0) refers to x-direction, which is the longitudinal direction
def fix_basal_plane(W):
    V = W if W.sub(0).num_sub_spaces() == 0 else W.sub(0)
    bc = DirichletBC(
        V.sub(0),
        Constant(0.0),
        geometry.ffun,
        geometry.markers["BASE"][0],
    )
    return bc

dirichlet_bc = (fix_basal_plane,)

# Collect boundary conditions
bcs = pulse.BoundaryConditions(
    dirichlet=dirichlet_bc,
    neumann=neumann_bc,
    robin=robin_bc,
)

# Create the problem
problem = pulse.MechanicsProblem(geometry, material, bcs)

# Solve the problem
pulse.iterate.iterate(problem, (lvp, activation), (1.0, target_activation))

2022-01-21 11:29:21,793 [940] INFO     pulse.iterate: Iterating to target control (f_36)...

2022-01-21 11:29:21,794 [940] INFO     pulse.iterate: Current control: f_36 = 0.000,0.000

2022-01-21 11:29:21,795 [940] INFO     pulse.iterate: Target: 1.000,0.200

*** Warning: PETSc SNES solver diverged in 0 iterations with divergence reason DIVERGED_FNORM_NAN.

*** Warning: PETSc SNES solver diverged in 0 iterations with divergence reason DIVERGED_FNORM_NAN.

*** Warning: PETSc SNES solver diverged in 0 iterations with divergence reason DIVERGED_FNORM_NAN.

*** Warning: PETSc SNES solver diverged in 4 iterations with divergence reason DIVERGED_DTOL.

*** Warning: PETSc SNES solver diverged in 2 iterations with divergence reason DIVERGED_FNORM_NAN.

*** Warning: PETSc SNES solver diverged in 0 iterations with divergence reason DIVERGED_FNORM_NAN.

*** Warning: PETSc SNES solver diverged in 1 iterations with divergence reason DIVERGED_FNORM_NAN.

*** Warning: PETSc SNES solver diverged in 1 iterations with divergence reason DIVERGED_DTOL.

*** Warning: PETSc SNES solver diverged in 4 iterations with divergence reason DIVERGED_FNORM_NAN.

*** Warning: PETSc SNES solver diverged in 1 iterations with divergence reason DIVERGED_DTOL.

([Coefficient(FunctionSpace(Mesh(VectorElement(FiniteElement('Lagrange', tetrahedron, 1), dim=3), 1), MixedElement(VectorElement(FiniteElement('Lagrange', tetrahedron, 2), dim=3), FiniteElement('Lagrange', tetrahedron, 1))), 57),
  Coefficient(FunctionSpace(Mesh(VectorElement(FiniteElement('Lagrange', tetrahedron, 1), dim=3), 1), MixedElement(VectorElement(FiniteElement('Lagrange', tetrahedron, 2), dim=3), FiniteElement('Lagrange', tetrahedron, 1))), 326),
  Coefficient(FunctionSpace(Mesh(VectorElement(FiniteElement('Lagrange', tetrahedron, 1), dim=3), 1), MixedElement(VectorElement(FiniteElement('Lagrange', tetrahedron, 2), dim=3), FiniteElement('Lagrange', tetrahedron, 1))), 411),
  Coefficient(FunctionSpace(Mesh(VectorElement(FiniteElement('Lagrange', tetrahedron, 1), dim=3), 1), MixedElement(VectorElement(FiniteElement('Lagrange', tetrahedron, 2), dim=3), FiniteElement('Lagrange', tetrahedron, 1))), 504),
  Coefficient(FunctionSpace(Mesh(VectorElement(FiniteElement('Lagrange', tetrahedron, 1), dim=3), 1), MixedElement(VectorElement(FiniteElement('Lagrange', tetrahedron, 2), dim=3), FiniteElement('Lagrange', tetrahedron, 1))), 573),
  Coefficient(FunctionSpace(Mesh(VectorElement(FiniteElement('Lagrange', tetrahedron, 1), dim=3), 1), MixedElement(VectorElement(FiniteElement('Lagrange', tetrahedron, 2), dim=3), FiniteElement('Lagrange', tetrahedron, 1))), 634),
  Coefficient(FunctionSpace(Mesh(VectorElement(FiniteElement('Lagrange', tetrahedron, 1), dim=3), 1), MixedElement(VectorElement(FiniteElement('Lagrange', tetrahedron, 2), dim=3), FiniteElement('Lagrange', tetrahedron, 1))), 703),
  Coefficient(FunctionSpace(Mesh(VectorElement(FiniteElement('Lagrange', tetrahedron, 1), dim=3), 1), MixedElement(VectorElement(FiniteElement('Lagrange', tetrahedron, 2), dim=3), FiniteElement('Lagrange', tetrahedron, 1))), 822),
  Coefficient(FunctionSpace(Mesh(VectorElement(FiniteElement('Lagrange', tetrahedron, 1), dim=3), 1), MixedElement(VectorElement(FiniteElement('Lagrange', tetrahedron, 2), dim=3), FiniteElement('Lagrange', tetrahedron, 1))), 891),
  Coefficient(FunctionSpace(Mesh(VectorElement(FiniteElement('Lagrange', tetrahedron, 1), dim=3), 1), MixedElement(VectorElement(FiniteElement('Lagrange', tetrahedron, 2), dim=3), FiniteElement('Lagrange', tetrahedron, 1))), 984),
  Coefficient(FunctionSpace(Mesh(VectorElement(FiniteElement('Lagrange', tetrahedron, 1), dim=3), 1), MixedElement(VectorElement(FiniteElement('Lagrange', tetrahedron, 2), dim=3), FiniteElement('Lagrange', tetrahedron, 1))), 1053),
  Coefficient(FunctionSpace(Mesh(VectorElement(FiniteElement('Lagrange', tetrahedron, 1), dim=3), 1), MixedElement(VectorElement(FiniteElement('Lagrange', tetrahedron, 2), dim=3), FiniteElement('Lagrange', tetrahedron, 1))), 1198),
  Coefficient(FunctionSpace(Mesh(VectorElement(FiniteElement('Lagrange', tetrahedron, 1), dim=3), 1), MixedElement(VectorElement(FiniteElement('Lagrange', tetrahedron, 2), dim=3), FiniteElement('Lagrange', tetrahedron, 1))), 1251),
  Coefficient(FunctionSpace(Mesh(VectorElement(FiniteElement('Lagrange', tetrahedron, 1), dim=3), 1), MixedElement(VectorElement(FiniteElement('Lagrange', tetrahedron, 2), dim=3), FiniteElement('Lagrange', tetrahedron, 1))), 1312),
  Coefficient(FunctionSpace(Mesh(VectorElement(FiniteElement('Lagrange', tetrahedron, 1), dim=3), 1), MixedElement(VectorElement(FiniteElement('Lagrange', tetrahedron, 2), dim=3), FiniteElement('Lagrange', tetrahedron, 1))), 1439),
  Coefficient(FunctionSpace(Mesh(VectorElement(FiniteElement('Lagrange', tetrahedron, 1), dim=3), 1), MixedElement(VectorElement(FiniteElement('Lagrange', tetrahedron, 2), dim=3), FiniteElement('Lagrange', tetrahedron, 1))), 1566),
  Coefficient(FunctionSpace(Mesh(VectorElement(FiniteElement('Lagrange', tetrahedron, 1), dim=3), 1), MixedElement(VectorElement(FiniteElement('Lagrange', tetrahedron, 2), dim=3), FiniteElement('Lagrange', tetrahedron, 1))), 1627),
  Coefficient(FunctionSpace(Mesh(VectorElement(FiniteElement('Lagrange', tetrahedron, 1), dim=3), 1), MixedElement(VectorElement(FiniteElement('Lagrange', tetrahedron, 2), dim=3), FiniteElement('Lagrange', tetrahedron, 1))), 1731),
  Coefficient(FunctionSpace(Mesh(VectorElement(FiniteElement('Lagrange', tetrahedron, 1), dim=3), 1), MixedElement(VectorElement(FiniteElement('Lagrange', tetrahedron, 2), dim=3), FiniteElement('Lagrange', tetrahedron, 1))), 1785)],
 [(Coefficient(FunctionSpace(None, FiniteElement('Real', None, 0)), 53),
   Coefficient(FunctionSpace(Mesh(VectorElement(FiniteElement('Lagrange', tetrahedron, 1), dim=3), 1), FiniteElement('Real', tetrahedron, 0)), 55)),
  (Coefficient(FunctionSpace(None, FiniteElement('Real', None, 0)), 322),
   Coefficient(FunctionSpace(Mesh(VectorElement(FiniteElement('Lagrange', tetrahedron, 1), dim=3), 1), FiniteElement('Real', tetrahedron, 0)), 324)),
  (Coefficient(FunctionSpace(None, FiniteElement('Real', None, 0)), 407),
   Coefficient(FunctionSpace(Mesh(VectorElement(FiniteElement('Lagrange', tetrahedron, 1), dim=3), 1), FiniteElement('Real', tetrahedron, 0)), 409)),
  (Coefficient(FunctionSpace(None, FiniteElement('Real', None, 0)), 500),
   Coefficient(FunctionSpace(Mesh(VectorElement(FiniteElement('Lagrange', tetrahedron, 1), dim=3), 1), FiniteElement('Real', tetrahedron, 0)), 502)),
  (Coefficient(FunctionSpace(None, FiniteElement('Real', None, 0)), 569),
   Coefficient(FunctionSpace(Mesh(VectorElement(FiniteElement('Lagrange', tetrahedron, 1), dim=3), 1), FiniteElement('Real', tetrahedron, 0)), 571)),
  (Coefficient(FunctionSpace(None, FiniteElement('Real', None, 0)), 630),
   Coefficient(FunctionSpace(Mesh(VectorElement(FiniteElement('Lagrange', tetrahedron, 1), dim=3), 1), FiniteElement('Real', tetrahedron, 0)), 632)),
  (Coefficient(FunctionSpace(None, FiniteElement('Real', None, 0)), 699),
   Coefficient(FunctionSpace(Mesh(VectorElement(FiniteElement('Lagrange', tetrahedron, 1), dim=3), 1), FiniteElement('Real', tetrahedron, 0)), 701)),
  (Coefficient(FunctionSpace(None, FiniteElement('Real', None, 0)), 818),
   Coefficient(FunctionSpace(Mesh(VectorElement(FiniteElement('Lagrange', tetrahedron, 1), dim=3), 1), FiniteElement('Real', tetrahedron, 0)), 820)),
  (Coefficient(FunctionSpace(None, FiniteElement('Real', None, 0)), 887),
   Coefficient(FunctionSpace(Mesh(VectorElement(FiniteElement('Lagrange', tetrahedron, 1), dim=3), 1), FiniteElement('Real', tetrahedron, 0)), 889)),
  (Coefficient(FunctionSpace(None, FiniteElement('Real', None, 0)), 980),
   Coefficient(FunctionSpace(Mesh(VectorElement(FiniteElement('Lagrange', tetrahedron, 1), dim=3), 1), FiniteElement('Real', tetrahedron, 0)), 982)),
  (Coefficient(FunctionSpace(None, FiniteElement('Real', None, 0)), 1049),
   Coefficient(FunctionSpace(Mesh(VectorElement(FiniteElement('Lagrange', tetrahedron, 1), dim=3), 1), FiniteElement('Real', tetrahedron, 0)), 1051)),
  (Coefficient(FunctionSpace(None, FiniteElement('Real', None, 0)), 1194),
   Coefficient(FunctionSpace(Mesh(VectorElement(FiniteElement('Lagrange', tetrahedron, 1), dim=3), 1), FiniteElement('Real', tetrahedron, 0)), 1196)),
  (Coefficient(FunctionSpace(None, FiniteElement('Real', None, 0)), 1247),
   Coefficient(FunctionSpace(Mesh(VectorElement(FiniteElement('Lagrange', tetrahedron, 1), dim=3), 1), FiniteElement('Real', tetrahedron, 0)), 1249)),
  (Coefficient(FunctionSpace(None, FiniteElement('Real', None, 0)), 1308),
   Coefficient(FunctionSpace(Mesh(VectorElement(FiniteElement('Lagrange', tetrahedron, 1), dim=3), 1), FiniteElement('Real', tetrahedron, 0)), 1310)),
  (Coefficient(FunctionSpace(None, FiniteElement('Real', None, 0)), 1435),
   Coefficient(FunctionSpace(Mesh(VectorElement(FiniteElement('Lagrange', tetrahedron, 1), dim=3), 1), FiniteElement('Real', tetrahedron, 0)), 1437)),
  (Coefficient(FunctionSpace(None, FiniteElement('Real', None, 0)), 1562),
   Coefficient(FunctionSpace(Mesh(VectorElement(FiniteElement('Lagrange', tetrahedron, 1), dim=3), 1), FiniteElement('Real', tetrahedron, 0)), 1564)),
  (Coefficient(FunctionSpace(None, FiniteElement('Real', None, 0)), 1623),
   Coefficient(FunctionSpace(Mesh(VectorElement(FiniteElement('Lagrange', tetrahedron, 1), dim=3), 1), FiniteElement('Real', tetrahedron, 0)), 1625)),
  (Coefficient(FunctionSpace(None, FiniteElement('Real', None, 0)), 1727),
   Coefficient(FunctionSpace(Mesh(VectorElement(FiniteElement('Lagrange', tetrahedron, 1), dim=3), 1), FiniteElement('Real', tetrahedron, 0)), 1729)),
  (Coefficient(FunctionSpace(None, FiniteElement('Real', None, 0)), 1781),
   Coefficient(FunctionSpace(Mesh(VectorElement(FiniteElement('Lagrange', tetrahedron, 1), dim=3), 1), FiniteElement('Real', tetrahedron, 0)), 1783))])

# Get the solution
u, p = problem.state.split(deepcopy=True)

# Move mesh accoring to displacement
u_int = interpolate(u, dolfin.VectorFunctionSpace(geometry.mesh, "CG", 1))
mesh = Mesh(geometry.mesh)
dolfin.ALE.move(mesh, u_int)

fig = plot(geometry.mesh, opacity=0.0, show=False)
fig.add_plot(plot(mesh, color="red", show=False))
fig.show()

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